I have an XML file which looks like this:
<encspot>
<file>
<Name>some filename.mp3</Name>
<Encoder>Gogo (after 3.0)</Encoder>
<Bitrate>131</Bitrate>
<Mode>joint stereo</Mode>
<Length>00:02:43</Length>
<Size>5,236,644</Size>
<Frame>no</Frame>
<Quality>good</Quality>
<Freq.>44100</Freq.>
<Frames>6255</Frames>
..... and so forth ......
</file>
<file>....</file>
</encspot>
I want to read it into a python object, something like a list of dictionaries. Because the markup is absolutely fixed, I'm tempted to use regex (I'm quite good at using those). However, I thought I'll check if someone knows how to easily avoid regexes here. I don't have much experience with SAX or other parsing, though, but I'm willing to learn.
I'm looking forward to be shown how this is done quickly without regexes in Python. Thanks for your help!
There are two ways to parse the file using 'ElementTree' module. The first is by using the parse() function and the second is fromstring() function. The parse () function parses XML document which is supplied as a file whereas, fromstring parses XML when supplied as a string i.e within triple quotes.
To read an XML file using ElementTree, firstly, we import the ElementTree class found inside xml library, under the name ET (common convension). Then passed the filename of the xml file to the ElementTree. parse() method, to enable parsing of our xml file. Then got the root (parent tag) of our xml file using getroot().
The Pandas data analysis library provides functions to read/write data for most of the file types. For example, it includes read_csv() and to_csv() for interacting with CSV files. However, Pandas does not include any methods to read and write XML files.
The xml.etree.ElementTree module implements a simple and efficient API for parsing and creating XML data. Changed in version 3.3: This module will use a fast implementation whenever available.
My beloved SD Chargers hat is off to you if you think a regex is easier than this:
#!/usr/bin/env python
import xml.etree.cElementTree as et
sxml="""
<encspot>
<file>
<Name>some filename.mp3</Name>
<Encoder>Gogo (after 3.0)</Encoder>
<Bitrate>131</Bitrate>
</file>
<file>
<Name>another filename.mp3</Name>
<Encoder>iTunes</Encoder>
<Bitrate>128</Bitrate>
</file>
</encspot>
"""
tree=et.fromstring(sxml)
for el in tree.findall('file'):
print '-------------------'
for ch in el.getchildren():
print '{:>15}: {:<30}'.format(ch.tag, ch.text)
print "\nan alternate way:"
el=tree.find('file[2]/Name') # xpath
print '{:>15}: {:<30}'.format(el.tag, el.text)
Output:
-------------------
Name: some filename.mp3
Encoder: Gogo (after 3.0)
Bitrate: 131
-------------------
Name: another filename.mp3
Encoder: iTunes
Bitrate: 128
an alternate way:
Name: another filename.mp3
If your attraction to a regex is being terse, here is an equally incomprehensible bit of list comprehension to create a data structure:
[(ch.tag,ch.text) for e in tree.findall('file') for ch in e.getchildren()]
Which creates a list of tuples of the XML children of <file>
in document order:
[('Name', 'some filename.mp3'),
('Encoder', 'Gogo (after 3.0)'),
('Bitrate', '131'),
('Name', 'another filename.mp3'),
('Encoder', 'iTunes'),
('Bitrate', '128')]
With a few more lines and a little more thought, obviously, you can create any data structure that you want from XML with ElementTree. It is part of the Python distribution.
Edit
Code golf is on!
[{item.tag: item.text for item in ch} for ch in tree.findall('file')]
[ {'Bitrate': '131',
'Name': 'some filename.mp3',
'Encoder': 'Gogo (after 3.0)'},
{'Bitrate': '128',
'Name': 'another filename.mp3',
'Encoder': 'iTunes'}]
If your XML only has the file
section, you can choose your golf. If your XML has other tags, other sections, you need to account for the section the children are in and you will need to use findall
There is a tutorial on ElementTree at Effbot.org
Use ElementTree. You don't need/want to muck about with a parse-only gadget like pyexpat
... you'd only end up re-inventing ElementTree partially and poorly.
Another possibility is lxml which is a third-party package which implements the ElementTree interface plus more.
Update Someone started playing code-golf; here's my entry, which actually creates the data structure you asked for:
# xs = """<encspot> etc etc </encspot"""
>>> import xml.etree.cElementTree as et
>>> from pprint import pprint as pp
>>> pp([dict((attr.tag, attr.text) for attr in el) for el in et.fromstring(xs)])
[{'Bitrate': '131',
'Encoder': 'Gogo (after 3.0)',
'Frame': 'no',
'Frames': '6255',
'Freq.': '44100',
'Length': '00:02:43',
'Mode': 'joint stereo',
'Name': 'some filename.mp3',
'Quality': 'good',
'Size': '5,236,644'},
{'Bitrate': '0', 'Name': 'foo.mp3'}]
>>>
You'd probably want to have a dict mapping "attribute" names to conversion functions:
converters = {
'Frames': int,
'Size': lambda x: int(x.replace(',', '')),
# etc
}
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